Prompt Engineering · Practitioner
Agent Studio and the Gemini API: From Console Prompt to Production Code
Iterate in Agent Studio (formerly Vertex AI Studio), then move the same prompt into the google-genai SDK — and understand the two different Gemini API endpoints you could be calling.
- 1.2 hours lesson
- beginner level
- Google Cloud AI Track
- Narrated presentation
What you’ll learn
- Gemini Developer API (API key) vs Gemini Enterprise Agent Platform API (IAM, regional, enterprise controls)
- The unified google-genai SDK and isolating client construction behind one function
- Agent Studio for side-by-side model comparison, not for deployment
- System instructions as a first-class field, not a prompt prefix
- maxOutputTokens as the primary runaway-cost guard
- Response schema for structured JSON instead of parsing prose
- Native multimodal input from Cloud Storage URIs
Inside this lesson
A narrated, slide-by-slide presentation with 1 prediction exercise, 1 knowledge check, 4 videos. You answer as you go, and the platform checks your work.